Training Data Composition Estimation on RealToxicityPrompts toxic-injection study data audit (train)
22.73Estimated Toxic PercentageLLMSurgeon
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLMSurgeonModel=20% Toxic GPT-2, GT Toxic (%)=20.002026.05 | 22.73 | 97.27 | |
| LLMSurgeonModel=10% Toxic GPT-2, GT Toxic (%)=10.002026.05 | 12 | 98 | |
| LLMSurgeonModel=5% Toxic GPT-2, GT Toxic (%)=5.002026.05 | 7.9 | 97.1 |